{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Matplotlib图鉴——柱状图\n",
    "\n",
    "## 公众号：可视化图鉴"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.3.2\n",
      "1.2.0\n",
      "1.19.2\n"
     ]
    }
   ],
   "source": [
    "import matplotlib\n",
    "print(matplotlib.__version__) #查看Matplotlib版本\n",
    "import pandas as pd\n",
    "print(pd.__version__) #查看pandas版本\n",
    "import numpy as np\n",
    "print(np.__version__) #查看numpy版本\n",
    "import matplotlib.pyplot as plt \n",
    "plt.rcParams['font.sans-serif'] = ['Microsoft YaHei']  #设置中文"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "注意，代码在以下环境全部通过测试:\n",
    "- Python 3.7.1\n",
    "- Matplotlib == 3.3.2\n",
    "- pandas == 1.2.0\n",
    "- numpy == 1.19.2\n",
    "\n",
    "因版本不同，可能会有部分语法差异，如有报错，请先检查拼写及版本是否一致！"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "plt.rcParams['font.sans-serif'] = ['Microsoft YaHei']\n",
    "un_font = mpl.font_manager.FontProperties(fname = 'Shojumaru.ttf') \n",
    "cn_font = mpl.font_manager.FontProperties(fname = '阿里巴巴普惠体 M.ttf') \n",
    "cn_font1 = mpl.font_manager.FontProperties(fname = '思源黑体 CN Heavy.otf') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 364,
       "width": 681
      },
      "needs_background": "dark"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "x = ['其他 ','46-60岁 ','36-45岁 ','26-35岁 ','18-25岁 ']\n",
    "y = [1220,1403,4215,12032,13934]\n",
    "fig,ax=plt.subplots(figsize = (6,4),dpi=100)\n",
    "\n",
    "plt.barh(x, y,height = 0.6, color = ['#cf89f1','#fac348','#66d88e','#72cff6','#fa9333'],edgecolor = 'black')\n",
    "\n",
    "ax.set_facecolor('none')\n",
    "plt.gca().spines[\"top\"].set_alpha(0)\n",
    "plt.gca().spines[\"bottom\"].set_alpha(0)\n",
    "plt.gca().spines[\"right\"].set_alpha(0)\n",
    "plt.gca().spines[\"left\"].set_alpha(0)\n",
    "\n",
    "plt.yticks(x, labels=x,rotation = 0,color = '#687eff',fontsize = 9,family = 'Songti SC')\n",
    "plt.text(0, 4.9, '早起Python 粉丝年龄分布', fontsize = 13,color = '#0000CD',alpha = 0.7,fontproperties = cn_font1)\n",
    "plt.xticks([]) #去掉x轴\n",
    "\n",
    "plt.text(13000, 1.8, 'No.1', fontsize = 16,color = '#FF8C00',fontproperties = cn_font1)\n",
    "plt.text(13000, 0.8, 'No.2', fontsize = 16,color = '#72cff6',fontproperties = cn_font1)\n",
    "plt.text(13000, -0.2, 'No.3', fontsize = 16,color = '#66d88e',fontproperties = cn_font1)\n",
    "\n",
    "plt.text(15500, 1.75, '18-25岁', fontsize = 20,color = '#FF8C00',fontproperties = cn_font1)\n",
    "plt.text(15500, 0.75, '26-35岁', fontsize = 20,color = '#72cff6',fontproperties = cn_font1)\n",
    "plt.text(15500, -0.25, '36-45岁', fontsize = 20,color = '#66d88e',fontproperties = cn_font1)\n",
    "\n",
    "plt.text(14100, 3.9, '13934', fontsize = 9,color = '#F08080',fontstyle='italic',family = 'serif',weight = 'heavy')\n",
    "plt.text(12300, 2.9, '12032', fontsize = 9,color = '#F08080',fontstyle='italic',family = 'serif',weight = 'heavy')    \n",
    "plt.text(4400, 1.9, '4215', fontsize = 9,color = '#F08080',fontstyle='italic',family = 'serif',weight = 'heavy')\n",
    "plt.text(1600, 0.9, '1403', fontsize = 9,color = '#F08080',fontstyle='italic',family = 'serif',weight = 'heavy')\n",
    "plt.text(1400, -0.1, '1220', fontsize = 9,color = '#F08080',fontstyle='italic',family = 'serif',weight = 'heavy')\n",
    "\n",
    "\n",
    "plt.text(12700,1.28,'-----------------',fontsize = 20,color = '#6495ED')\n",
    "plt.text(12700,0.28,'-----------------',fontsize = 20,color = '#6495ED')\n",
    "\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
